VM

Insights

Engine performance and ROI measurement

12% MoM
18,420
Total Actions
18% MoM
340 hrs
Hours Saved
15% MoM
$127,000
Estimated ROI
Annualized run-rate: $1,524,000

ROI reflects only actions executed by the Finance Engine. NetSuite baseline work, restructuring impacts, and manual efforts are excluded.

Accuracy Over Time

100%90%80%70%60%
Month 1Month 2Month 3Month 4Month 5Month 6
Accuracy improved 11.2% over 6 months through human feedback

Action Breakdown

What it did
Action Log

Every action with timestamp, system, and SOP rule

Human equivalent
Time Saved

Estimated time a human would have spent

Resolution type
Auto / Escalated

Whether the engine resolved it or needed judgment

Accuracy
Confirmed / Corrected

Human feedback on correctness

Auto-resolved
89%
16,394
Human-approved
1,658
Human-corrected
294
Rejected
74

ROI by Function

Function
Exception Resolution
ROI
$38,200
96
Hours Saved
97.1%
Accuracy
2
Key Wins
Top Automations
  • Missing PO resolution
  • Stalled approval escalation
Function
Cross-System Data Mgmt
ROI
$34,800
82
Hours Saved
99.2%
Accuracy
2
Key Wins
Top Automations
  • Multi-entity consolidation
  • Bank-GL reconciliation
Function
Manual Spreadsheet Ops
ROI
$28,400
78
Hours Saved
98.4%
Accuracy
2
Key Wins
Top Automations
  • Flux analysis
  • Departmental allocations
Function
External Communication
ROI
$14,600
48
Hours Saved
98.8%
Accuracy
2
Key Wins
Top Automations
  • Vendor inquiries
  • W-9 collection
Function
Audit & Compliance
ROI
$11,000
36
Hours Saved
97.6%
Accuracy
2
Key Wins
Top Automations
  • PBC response
  • Control documentation
14
Active SOPs
98.4%
Avg Accuracy
8
Integrations
2,026
Feedback Given